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Fahrudin, Rifqi
Universitas Catur Insan Cendekia
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Implementation of K-Nearest Neighbor Method for Selection of New Employee Candidates (Case Study: CV. Syntax Corporation Indonesia) Amelia Amelia; Marsani Asfi; Rifqi Fahrudin
Eduvest - Journal of Universal Studies Vol. 4 No. 5 (2024): Journal Eduvest - Journal of Universal Studies
Publisher : Green Publisher Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59188/eduvest.v4i5.1305

Abstract

K-Nearest Neighbor (KNN) is a method that belongs to the group in classifying data that is simple and easy to implement, effective on larger data, and can classify data appropriately. One of the advantages possessed by the K-Nearest Neighbor algorithm is that it can be applied to large amounts of data and has a lot of noise so this method is quite easy to implement. This study aims to utilize the advantages of the K-NN algorithm in data-based classification to increase efficiency and accuracy in the employee selection process in determining suitable employee candidates by the criteria determined by the company. The results showed that the results of employee presets received from 21 testing data were 51% and for employee presentations that failed as much as 49% while from the entire data set of 140 data, the accuracy level produced after being tested using rapid miner tools resulted in 82% accuracy. So it can be concluded that the percentage accuracy of 82% shows that most prospective employees have been predicted or classified correctly by the model. This high level of accuracy can be an indication that the K-Nearest Neighbor method used in combination with Rapidminer can handle prospective employee data well.
Co-Authors Aan Kanivia Abdun Wijaya Adam, Rinaldi Agatha, Niken Maria Agusya, Kefas Zefanya Ahmad Fajar Sidik Ahmad Fauzi Al-Farouqi, Kamal Arif Alidzanur, Muhammad Rifqi Alwiyah Alwiyah Amelia Amelia Amroni Amroni Amroni, Amroni Ananda, Fikri Anggara Putra, Dwi Pasha Anis Masruroh, Anis Anissa, Claudia Anjas Perdana Anugrah, Safani Apriliansyah, Yanuar Ardiningrat, Raden Muhamad Rama Poetra Arif Ramadan, Fadli Arrahman, Ade Oktaviano Aryansyah, Dhika Fitra Asih, Victor Chandra Lukita Chandra, Aditya Kurniawan Christina, Stefanny Chritviona Parera, Shalom Danang Haryuda Desy Apriani Dewi Iriani Dewi Iriani Dewi Laily Purnamasari DWI CAHYONO Dwi Yulian, Firdaus Eneng Wulan Sari Erwin Erwin fadel, FadelMuhammad Fahrul Firgiana Febima, Mesi Felicia Chandra K Fitri Asih Fitria Fransiska Fedelina Christover Fuji Ayu Lestari, Aidha Genesis Angelia Gidion Aryo Nugraha Pongdatu Hasyim, Faris Henry, Bintang Nanda Hirawan, Kevin Paskah Husni Mubarok Indah Ainun Mutiara Ine Rachmawati Ine Rachmawati Jayawarsa, A.A. Ketut Jerico, Fernand Jessica Felicia Callista Kanivia, Aan Kartika, Viar Dwi Khodijah, Tiara Krismeyanto, Samuel Kusnadi Kusnadi Kusnadi Kusnadi Kusnadi Kusnadi Kusnadi Kusnadi Kuusk, Taavi Lena Magdalena Lena Magdalena Lena Magdalena Lena Magdalena, Lena Leni Agustin, Leni Lesmana, Muhammad Angga Lestari, Widyani Ayu Linda Norhan, Linda Lulu Fauziah Marsani Asfi Marsani Asfi Marsani Asfi Marsani Asfi Martin, Fahriel Valendriana Mesi Febima Mita, Shella Mochamad Rizky Alvin Fernanda Muhammad Hatta Muhammad Hatta Musidiansyah Otto Syaidina Mutohari, A Sobi Nakeisha Wahyudi, Nayla Ningrum, Fanani Islamia Nisa, Nabila Izati Nuche, Asher Parman, Suhadi Petrus Sokibi Petrus Sokibi Sukanto Petrus Sokibi, Petrus Pranata, Sudadi Putra, Panji Satrio Randika Rachmasari, Melinda Ramdhani, Fathul Reza Ilyasa Ridho Taufiq Subagio Rinaldi, Adam Rizky Ramadhan, Rizky Rizqy Imam Saputra Roestamadji, Inne Fitriyani Rohim Kurniwan Elang Saputra Royani Safitri, Elda Diah Sahl Sahputra, Illal Dwi Sari, Nabila Rahmatika Shazna Al-Assyah Putri Sinclair, Amelia Sobi Mutohari Solihah, Siti Luthfiatin Solihah, Yuni Awalaturrohmah Sollikhin, Riyadi Suci, Dina Perme Suhadi Parman Suhadi Parman Sukma Galih Badriana Sumitra, Irfan Dwiguna Supriyadi, Agung Surya Ramadhan, Hafidz Suwandi Suwandi Tan, Felicia Linggayani Taufiq Subagio, Ridho Tengku Riza Zarzani N Tiomas Simorangkir, Naomi Trivena, Stephani Turini, Turini Unang Solihin Valerian Romero, Ariiq Viar Dwi Kartika Wijaya, Abdun Wijaya, Nikolas Wilson, Ashley Winurcahyono, Alexander Yadi Fauzi, Ahmad Yahya Aladdin Yulianti Yulianti Yuni Awalaturrohmah Solihah Yunia, Laras Maudy Yunika Renatalia Zelene, Aurelie Zidni Ilman Nafi'a